Determination of Optimal SVM Parameters by Using GA/PSO.
Yuan RenGuangchen BaiPublished in: J. Comput. (2010)
Keyphrases
- optimal parameters
- genetic algorithm
- genetic algorithm ga
- particle swarm optimization pso
- parameter values
- particle swarm optimisation
- particle swarm optimization
- parameter settings
- hybrid algorithm
- support vector machine
- hybrid particle swarm optimization
- fitness function
- support vector
- hybrid pso
- multi objective
- support vector regression
- support vector machine svm
- parameter optimization
- kernel parameters
- pso algorithm
- inertia weight
- maximum likelihood
- messy genetic algorithm
- genetic algorithm is employed
- optimal solution
- control parameters
- particle swarm optimization algorithm
- particle swarm optimizer
- neural network
- parameter set
- dynamic programming
- tabu search
- parameter determination
- metaheuristic
- crossover operator
- artificial neural networks
- evolutionary algorithm
- differential evolution
- evolutionary methods
- fitness values
- multi class